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AI Tools for Engineers Bootcamp

Become the 10x Engineer Companies Want to Hire

You already know how to code. Master AI tools like Claude Code and Cursor, and the workflows to ship 10x faster in 4 weeks.

Guaranteed job or 100% money back

Risk free 3-day refund from cohort start

Online, part-time program.

4.8/5 Rating

Online

Format

04 Weeks

Part-time track

15–20h/w

Time Commitment

1+ yr

Engineering experience

Engineers at top companies join Metana

What actually changes after 4 weeks

Before

Where most engineers are stuck

You build features in days

You write tests by hand, after the code, if there's time

You get stuck for hours because the AI output looked right but wasn't

Your resume says 'familiar with AI tools' and you hope nobody asks follow-ups

You apply to jobs and hear nothing back

After Graduating

Where you'll be in 4 weeks

You ship features in hours using AI workflows you actually understand

AI writes 80% of your tests — you review, adjust, merge

You catch the 'almost right' mistakes before they become PR comments

Your GitHub has 3–5 production-grade AI projects, live and documented

You walk into interviews and explain how you use these tools, with receipts

You're not behind because AI is smarter than you.

You're behind because someone else is using it better.

The real problem

You’ve tried Cursor. You’ve pasted code into ChatGPT. Sometimes it worked. Sometimes it left you fixing garbage for hours.

Meanwhile, someone on your team ships a full feature while you’re still setting things up. Someone in your interview loop talks about running 10 Claude code agents like it’s normal, and you just nod.

This isn’t about intelligence. It’s about how you work.

Most engineers are using AI now. But a lot of them don’t trust it, or don’t know when to rely on it.

The ones getting hired are different. They know when to use AI, when to ignore it, and how to move fast without breaking things.

That's the gap

That's what this bootcamp fixes.

AI will write 99% of your code.

Your value comes from how you handle agents. Which tools you reach for, when to use them, and when to ignore them. Staying on the edge, knowing what’s shipping every week, and picking the right thing for the job. That’s the engineer companies are paying for in 2026.

While in the bootcamp

Week 1-4

Run 5–10 Claude Code agents in parallel on real codebases

Ship PRs in hours that used to take you a week

Build evals, RAG pipelines, and agent workflows from scratch

After graduating

Day 29 >

Walk into interviews talking about agents like it's your job

Out-ship teammates who are still copy-pasting into ChatGPT

Lead AI initiatives at your company instead of watching them happen

Three steps. Four weeks. One serious upgrade.

Book a call (15 minutes)

Quick chat about your background, your stack, and what you want to ship next. If we're not the right fit, we'll say so. No hard sell.

Get accepted

We confirm you can write code (you can) and that you're ready to put in the work. About 7 in 10 applicants get in.​

Build for 4 weeks,
then ship​

Part-time: 15–20 hrs/week for 4 weeks. Keep your day job. Your coach stays with you until you're shipping AI workflows at work or signing a new offer.

What you'll learn — week by week

This isn’t a video course. You’ll build, break, get feedback, fix, and ship. Every week ends with a real project in your GitHub.

Cursor, Claude Code, GitHub Copilot, Windsurf. How senior engineers actually use these — codebase-wide edits, inline refactoring, prompt patterns that produce code worth merging. Plus: prompting like an engineer with real context, constraints, edge cases, and acceptance criteria across OpenAI, Anthropic, Gemini, and open-source models.

You'll build: Refactor a messy legacy codebase in days — same scope that took the original team a quarter.

Generate tests. Catch logic gaps. Review AI output like a staff engineer — spotting weak abstractions, flaky tests, security issues, and fake confidence before they turn into tech debt.

You'll build: A test automation pipeline that writes, runs, and reports on tests across a real codebase.

The part most 'AI courses' skip. Build retrieval systems that work in production. Build agents that complete tasks without breaking. Tool use, planning loops, MCP servers, and when agents are the wrong answer.

You'll build: A RAG system over a messy corpus with evals that prove it works. An agent that runs unattended for 24 hours.

Prototyping is easy. Shipping is hard. Observability (Langfuse, Helicone), evals (Braintrust, Promptfoo), caching, fallbacks, rate limits. Then build one serious capstone end-to-end and present to a panel of hiring engineers from our partner network.

You'll build: Your own product, live URL, real users — plus interview loop kicks off.

Get hired after graduating, or get your tuition back.

We put our money on this. Here’s exactly how it works — read it before you apply

You're currently unemployed at enrollment

The tuition-back guarantee is for engineers who are out of work and need a job. If you’re currently employed, see the note below — we still help you switch roles.

You graduate & follow the job-search plan

Complete all 4 weekly projects and the capstone, apply to a set number of roles per week, attend coaching sessions, and use the frameworks we give you.

No qualifying offer? 100% refund​

If you don’t have a signed offer for a qualifying software engineering role within the agreed window, we refund every dollar of tuition.

Already employed and want a new role? The tuition-back guarantee doesn’t apply, but our career team still works with you — introductions to hiring partners, interview prep, salary negotiation, and a coach who stays with you until you sign your next offer.

Plus a 3-day money-back period. If the program isn’t a fit within 3 days of your cohort start date, email us and we refund you in full — no questions asked.

 

Why we can put our money on this: our placement coaches are paid based on your outcomes, not ours. Their incentive is your signed offer letter.

 

Full eligibility terms are published on our terms page. A school is not an employment agency, so we want you to know exactly what you’re signing up for before you apply.

Is this the right program for you?

This is built for you if…

You already know how to code and you want to:

Move faster without cutting corners

Stay valuable as AI tools change the job description

Ship better work with less grunt work

Walk into interviews with real proof, not buzzwords

Get promoted or land a role at a company you actually want

Don't apply if…

We'll be honest — this isn't for everyone:

You're a complete beginner looking to learn to code — start with our Software Engineering Bootcamp instead. It teaches you the fundamentals plus everything in this program.

You're a complete beginner looking to learn to code — start with our Software Engineering Bootcamp instead. It teaches you the fundamentals plus everything in this program

You want a magic prompt pack that replaces engineering​

You want AI to think for you so you can stop thinking​

You're looking for a shortcut that lets you skip the work​

Teaching yourself vs. doing this bootcamp

On your own
With us
6–12 months of scattered tutorials and half-finished courses
4 weeks of structured, tested curriculum
No idea what hiring managers actually test for
Mock interviews with real hiring engineers
Side projects that never quite ship
3–5 production-grade apps with live URLs in your GitHub
Cold-applying to 300 jobs with no replies
Job-search system + intros to hiring partners
Guessing whether you’re “ready”
Signed offer or full refund

Tutorials show tricks. This teaches a system. Tutorials give information. This gives feedback.

The stack hiring managers ask about right now

We teach tools as part of workflows, not party tricks. Tools change every six months. Engineering judgment doesn’t.

IDE & coding

Cursor

Claude Code

Windsurf

GitHub Copilot

Cline

Aider

Models & APIs

OpenAI

Anthropic

Gemini

Llama

Mistral

Groq

OpenRouter

Frameworks

LangChain

LangGraph

LlamaIndex

Vercel AI SDK

Pydantic

Vector & data

pgvector

Pinecone

Weaviate

Supabase

Agents & automation

MCP servers

n8n

Browserbase

Eval & observability

Braintrust

Langfuse

Helicone

Promptfoo

You don't learn AI alone. You ship with a crew.

Claude Code Max — on us

Every student gets 1 month of Claude Code Max ($200 value) included. No credit card. Burn tokens like the pros do.

Token-burn leaderboard

We track who’s actually shipping. Weekly leaderboard of agent runs, tokens burned, and PRs merged. Friendly competition, real receipts.

Private engineer community

Slack of working engineers and alumni. Drop your stack traces, share your prompts, get unstuck in minutes — not days.

This week's burn

Token Leaderboard

Live

1

Emily S.

84.2M

+12.4M

2

James T.

71.8M

+9.1M

3

Grace K.

63.5M

+7.7M

4

?

You?

-

Tokens burned across Claude Code agents this week

This week's burn

Token Leaderboard

LIVE

1

Priya S.

84.2M

+12.4M

2

Marcus T.​

71.8M

+9.1M

3

Yuki K.

63.5M

+7.7M

4

?

You?

-

Tokens burned across Claude Code agents this week

$5,500. Or $0 if you don't get hired.

Two ways to pay. All include the full program, career coaching, and the job guarantee.

Plan I

$2,000 $4,000
(50% off for founding cohort)

AI tools training

Beginners who want to learn AI tools only

Plan II

POPULAR

$5,500

Job Camp → $9,000 value
AI Bootcamp → $4,000 value

Save: $7,500

AI tools training

6 months career support

Job guarantee

1-on-1 career coaching after graduation

Every plan includes

Full 4-week part-time bootcamp

1 month Claude Code Max subscription included ($200 value)

Private community + token-burn leaderboard

Lifetime access to curriculum updates

Alumni community access

Pick your start date

Part-time, 4 weeks · evenings + weekends · 15–20 hrs/week

Cohort 04

May 12, 2026

Cohort 04

Jul 07, 2026

Cohort 06

Sep 01, 2026

Frequently Asked Questions

AI Training for Developers is a 4-week live bootcamp by Metana for working engineers who want to build reliable, production-grade AI system; not just use autocomplete. You'll learn to design structured LLM workflows, write evals, build agents, and ship AI-powered features that actually hold up in production. No theory, no fluff; every session is built around real code.

This program is for working developers frontend, backend, fullstack, DevOps, and ML engineers who already write code professionally. 

The program is $2,000 (pilot launch price, down from $4,000). There are no upsells and no tiered access; every participant gets everything: all 4 weeks of live instruction, weekly office hours, assignment reviews, live on-demand support, a final project build clinic, and lifetime access to all templates, prompt libraries, and session recordings.

The curriculum covers Cursor, GitHub Copilot, Claude Code, ChatGPT, and MCP (Model Context Protocol). Beyond individual tools, you'll learn prompt engineering with structure and constraints, how to configure repo-level AI context, how to build and run evals, and how to create agents with scoped tool access and guardrails.

Most AI courses teach you what LLMs are. This program, by Metana, teaches you how to integrate them into real engineering workflows without creating review debt, silent failures, or production incidents. Every concept was built around one question: does this make a real engineer meaningfully better at their job? You leave with a documented, version-controlled, eval-backed AI system embedded in your actual workflow.

Yes; team enrollments are welcome. Cohorts are intentionally capped at 8 participants so everyone gets real feedback, not just a seat in a webinar. 

Still have a question? Send us an email at [email protected]

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